TMZ broke the story -- Britney's hosted the intimate engagement celebration at the Planet Hollywood Resort and Casino, before taking the ring public at Jason Trawick's big celebratory dinner at the Chocolate Lounge in the Sugar Factory Resturant.

After the big dinner ... they hit up the Chateau nightclub and danced until the world ends.